Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 32327 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 MiB |
| Average record size in memory | 80.0 B |
Variable types
| Text | 3 |
|---|---|
| Numeric | 7 |
product_height_cm is highly overall correlated with product_weight_g | High correlation |
product_length_cm is highly overall correlated with product_weight_g and 1 other fields | High correlation |
product_weight_g is highly overall correlated with product_height_cm and 2 other fields | High correlation |
product_width_cm is highly overall correlated with product_length_cm and 1 other fields | High correlation |
product_id has unique values | Unique |
Reproduction
| Analysis started | 2025-09-13 07:15:48.367479 |
|---|---|
| Analysis finished | 2025-09-13 07:15:58.178474 |
| Duration | 9.81 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
product_id
Text
Unique
| Distinct | 32327 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.7 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 32 |
| Min length | 32 |
Unique
| Unique | 32327 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1e9e8ef04dbcff4541ed26657ea517e5 |
|---|---|
| 2nd row | 3aa071139cb16b67ca9e5dea641aaa2f |
| 3rd row | 96bd76ec8810374ed1b65e291975717f |
| 4th row | cef67bcfe19066a932b7673e239eb23d |
| 5th row | 9dc1a7de274444849c219cff195d0b71 |
| Value | Count | Frequency (%) |
| 1e9e8ef04dbcff4541ed26657ea517e5 | 1 | < 0.1% |
| 3bb7f144022e6732727d8d838a7b13b3 | 1 | < 0.1% |
| cef67bcfe19066a932b7673e239eb23d | 1 | < 0.1% |
| 9dc1a7de274444849c219cff195d0b71 | 1 | < 0.1% |
| 41d3672d4792049fa1779bb35283ed13 | 1 | < 0.1% |
| 732bd381ad09e530fe0a5f457d81becb | 1 | < 0.1% |
| 2548af3e6e77a690cf3eb6368e9ab61e | 1 | < 0.1% |
| 37cc742be07708b53a98702e77a21a02 | 1 | < 0.1% |
| 8c92109888e8cdf9d66dc7e463025574 | 1 | < 0.1% |
| 14aa47b7fe5c25522b47b4b29c98dcb9 | 1 | < 0.1% |
| Other values (32317) | 32317 |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 65213 | 6.3% |
| 3 | 65108 | 6.3% |
| c | 64976 | 6.3% |
| e | 64972 | 6.3% |
| 9 | 64871 | 6.3% |
| 1 | 64790 | 6.3% |
| d | 64773 | 6.3% |
| 5 | 64715 | 6.3% |
| 7 | 64656 | 6.3% |
| f | 64601 | 6.2% |
| Other values (6) | 385789 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 646893 | |
| Lowercase Letter | 387571 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 65213 | |
| 3 | 65108 | |
| 9 | 64871 | |
| 1 | 64790 | |
| 5 | 64715 | |
| 7 | 64656 | |
| 4 | 64580 | |
| 2 | 64561 | |
| 0 | 64322 | |
| 6 | 64077 |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 64976 | |
| e | 64972 | |
| d | 64773 | |
| f | 64601 | |
| b | 64368 | |
| a | 63881 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 646893 | |
| Latin | 387571 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 8 | 65213 | |
| 3 | 65108 | |
| 9 | 64871 | |
| 1 | 64790 | |
| 5 | 64715 | |
| 7 | 64656 | |
| 4 | 64580 | |
| 2 | 64561 | |
| 0 | 64322 | |
| 6 | 64077 |
Latin
| Value | Count | Frequency (%) |
| c | 64976 | |
| e | 64972 | |
| d | 64773 | |
| f | 64601 | |
| b | 64368 | |
| a | 63881 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1034464 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 8 | 65213 | 6.3% |
| 3 | 65108 | 6.3% |
| c | 64976 | 6.3% |
| e | 64972 | 6.3% |
| 9 | 64871 | 6.3% |
| 1 | 64790 | 6.3% |
| d | 64773 | 6.3% |
| 5 | 64715 | 6.3% |
| 7 | 64656 | 6.3% |
| f | 64601 | 6.2% |
| Other values (6) | 385789 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.7 KiB |
Length
| Max length | 46 |
|---|---|
| Median length | 30 |
| Mean length | 14.95032 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | perfumaria |
|---|---|
| 2nd row | artes |
| 3rd row | esporte_lazer |
| 4th row | bebes |
| 5th row | utilidades_domesticas |
| Value | Count | Frequency (%) |
| cama_mesa_banho | 3029 | 9.4% |
| esporte_lazer | 2867 | 8.9% |
| moveis_decoracao | 2657 | 8.2% |
| beleza_saude | 2444 | 7.6% |
| utilidades_domesticas | 2335 | 7.2% |
| automotivo | 1900 | 5.9% |
| informatica_acessorios | 1639 | 5.1% |
| brinquedos | 1411 | 4.4% |
| relogios_presentes | 1329 | 4.1% |
| telefonia | 1134 | 3.5% |
| Other values (61) | 11582 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 57706 | |
| e | 57311 | |
| o | 49446 | |
| s | 48292 | |
| i | 31859 | 6.6% |
| _ | 30817 | 6.4% |
| r | 29659 | 6.1% |
| t | 24506 | 5.1% |
| c | 23049 | 4.8% |
| m | 21093 | 4.4% |
| Other values (18) | 109561 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 452387 | |
| Connector Punctuation | 30817 | 6.4% |
| Decimal Number | 95 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 57706 | |
| e | 57311 | |
| o | 49446 | |
| s | 48292 | |
| i | 31859 | 7.0% |
| r | 29659 | 6.6% |
| t | 24506 | 5.4% |
| c | 23049 | 5.1% |
| m | 21093 | 4.7% |
| l | 16354 | 3.6% |
| Other values (16) | 93112 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 30817 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 95 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 452387 | |
| Common | 30912 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 57706 | |
| e | 57311 | |
| o | 49446 | |
| s | 48292 | |
| i | 31859 | 7.0% |
| r | 29659 | 6.6% |
| t | 24506 | 5.4% |
| c | 23049 | 5.1% |
| m | 21093 | 4.7% |
| l | 16354 | 3.6% |
| Other values (16) | 93112 |
Common
| Value | Count | Frequency (%) |
| _ | 30817 | |
| 2 | 95 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 483299 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 57706 | |
| e | 57311 | |
| o | 49446 | |
| s | 48292 | |
| i | 31859 | 6.6% |
| _ | 30817 | 6.4% |
| r | 29659 | 6.1% |
| t | 24506 | 5.1% |
| c | 23049 | 4.8% |
| m | 21093 | 4.4% |
| Other values (18) | 109561 |
product_name_lenght
Real number (ℝ)
| Distinct | 66 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.473722 |
| Minimum | 5 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 42 |
| median | 51 |
| Q3 | 57 |
| 95-th percentile | 60 |
| Maximum | 76 |
| Range | 71 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.246346 |
|---|---|
| Coefficient of variation (CV) | 0.2113794 |
| Kurtosis | 0.19172207 |
| Mean | 48.473722 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.90282532 |
| Sum | 1567010 |
| Variance | 104.98761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 2178 | 6.7% |
| 59 | 2023 | 6.3% |
| 58 | 1885 | 5.8% |
| 57 | 1718 | 5.3% |
| 55 | 1683 | 5.2% |
| 56 | 1675 | 5.2% |
| 54 | 1438 | 4.4% |
| 53 | 1330 | 4.1% |
| 52 | 1257 | 3.9% |
| 50 | 1039 | 3.2% |
| Other values (56) | 16101 |
| Value | Count | Frequency (%) |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 8 | |
| 10 | 5 | < 0.1% |
| 11 | 7 | |
| 12 | 13 | |
| 13 | 16 | |
| 14 | 11 |
| Value | Count | Frequency (%) |
| 76 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 69 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 64 | 59 | 0.2% |
| 63 | 515 | |
| 62 | 65 | 0.2% |
| 61 | 65 | 0.2% |
product_description_lenght
Real number (ℝ)
| Distinct | 2960 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 771.51728 |
| Minimum | 4 |
|---|---|
| Maximum | 3992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 339 |
| median | 595 |
| Q3 | 972 |
| 95-th percentile | 2063 |
| Maximum | 3992 |
| Range | 3988 |
| Interquartile range (IQR) | 633 |
Descriptive statistics
| Standard deviation | 635.18967 |
|---|---|
| Coefficient of variation (CV) | 0.82329935 |
| Kurtosis | 4.8282118 |
| Mean | 771.51728 |
| Median Absolute Deviation (MAD) | 293 |
| Skewness | 1.9621251 |
| Sum | 24940839 |
| Variance | 403465.92 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 404 | 94 | 0.3% |
| 729 | 86 | 0.3% |
| 703 | 66 | 0.2% |
| 651 | 66 | 0.2% |
| 236 | 65 | 0.2% |
| 184 | 65 | 0.2% |
| 303 | 63 | 0.2% |
| 352 | 62 | 0.2% |
| 375 | 60 | 0.2% |
| 246 | 58 | 0.2% |
| Other values (2950) | 31642 |
| Value | Count | Frequency (%) |
| 4 | 5 | |
| 8 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 3992 | 1 | |
| 3988 | 1 | |
| 3985 | 1 | |
| 3976 | 1 | |
| 3963 | 1 | |
| 3956 | 1 | |
| 3954 | 2 | |
| 3950 | 1 | |
| 3949 | 1 | |
| 3948 | 1 |
product_photos_qty
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1887896 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.7367668 |
|---|---|
| Coefficient of variation (CV) | 0.79348277 |
| Kurtosis | 7.267863 |
| Mean | 2.1887896 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1941843 |
| Sum | 70757 |
| Variance | 3.0163589 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1 | 16483 | |
| 2 | 6262 | 19.4% |
| 3 | 3858 | 11.9% |
| 4 | 2425 | 7.5% |
| 5 | 1483 | 4.6% |
| 6 | 967 | 3.0% |
| 7 | 343 | 1.1% |
| 8 | 192 | 0.6% |
| 9 | 105 | 0.3% |
| 10 | 95 | 0.3% |
| Other values (9) | 114 | 0.4% |
| Value | Count | Frequency (%) |
| 1 | 16483 | |
| 2 | 6262 | 19.4% |
| 3 | 3858 | 11.9% |
| 4 | 2425 | 7.5% |
| 5 | 1483 | 4.6% |
| 6 | 967 | 3.0% |
| 7 | 343 | 1.1% |
| 8 | 192 | 0.6% |
| 9 | 105 | 0.3% |
| 10 | 95 | 0.3% |
| Value | Count | Frequency (%) |
| 20 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 17 | 7 | < 0.1% |
| 15 | 8 | < 0.1% |
| 14 | 5 | < 0.1% |
| 13 | 9 | < 0.1% |
| 12 | 35 | 0.1% |
| 11 | 46 | |
| 10 | 95 |
product_weight_g
Real number (ℝ)
High correlation
| Distinct | 2201 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2276.9608 |
| Minimum | 0 |
|---|---|
| Maximum | 40425 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 300 |
| median | 700 |
| Q3 | 1900 |
| 95-th percentile | 10850 |
| Maximum | 40425 |
| Range | 40425 |
| Interquartile range (IQR) | 1600 |
Descriptive statistics
| Standard deviation | 4279.7341 |
|---|---|
| Coefficient of variation (CV) | 1.8795818 |
| Kurtosis | 15.181689 |
| Mean | 2276.9608 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | 3.6076942 |
| Sum | 73607312 |
| Variance | 18316124 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 200 | 1985 | 6.1% |
| 300 | 1528 | 4.7% |
| 150 | 1243 | 3.8% |
| 400 | 1175 | 3.6% |
| 100 | 1173 | 3.6% |
| 500 | 1088 | 3.4% |
| 250 | 986 | 3.1% |
| 600 | 939 | 2.9% |
| 350 | 824 | 2.5% |
| 700 | 732 | 2.3% |
| Other values (2191) | 20654 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 2 | 5 | < 0.1% |
| 25 | 1 | < 0.1% |
| 50 | 310 | |
| 53 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 2 | < 0.1% |
| 58 | 1 | < 0.1% |
| 60 | 6 | < 0.1% |
| 61 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 40425 | 1 | < 0.1% |
| 30000 | 142 | |
| 29800 | 1 | < 0.1% |
| 29750 | 1 | < 0.1% |
| 29700 | 2 | < 0.1% |
| 29600 | 5 | < 0.1% |
| 29500 | 2 | < 0.1% |
| 29250 | 1 | < 0.1% |
| 29150 | 1 | < 0.1% |
| 29100 | 1 | < 0.1% |
product_length_cm
Real number (ℝ)
High correlation
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.856498 |
| Minimum | 7 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 18 |
| median | 25 |
| Q3 | 38 |
| 95-th percentile | 65 |
| Maximum | 105 |
| Range | 98 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 16.95846 |
|---|---|
| Coefficient of variation (CV) | 0.5495912 |
| Kurtosis | 3.5025323 |
| Mean | 30.856498 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.749933 |
| Sum | 997498 |
| Variance | 287.58935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 5357 | 16.6% |
| 20 | 2771 | 8.6% |
| 30 | 1987 | 6.1% |
| 18 | 1484 | 4.6% |
| 25 | 1360 | 4.2% |
| 17 | 1291 | 4.0% |
| 19 | 1260 | 3.9% |
| 40 | 1183 | 3.7% |
| 22 | 954 | 3.0% |
| 35 | 941 | 2.9% |
| Other values (89) | 13739 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 3 | < 0.1% |
| 11 | 16 | < 0.1% |
| 12 | 15 | < 0.1% |
| 13 | 20 | 0.1% |
| 14 | 40 | 0.1% |
| 15 | 47 | 0.1% |
| 16 | 5357 |
| Value | Count | Frequency (%) |
| 105 | 148 | |
| 104 | 19 | 0.1% |
| 103 | 9 | < 0.1% |
| 102 | 19 | 0.1% |
| 101 | 18 | 0.1% |
| 100 | 119 | |
| 99 | 16 | < 0.1% |
| 98 | 16 | < 0.1% |
| 97 | 7 | < 0.1% |
| 96 | 4 | < 0.1% |
product_height_cm
Real number (ℝ)
High correlation
| Distinct | 102 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.95595 |
| Minimum | 2 |
|---|---|
| Maximum | 105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 8 |
| median | 13 |
| Q3 | 20.5 |
| 95-th percentile | 44 |
| Maximum | 105 |
| Range | 103 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 13.637246 |
|---|---|
| Coefficient of variation (CV) | 0.80427497 |
| Kurtosis | 6.7246472 |
| Mean | 16.95595 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 2.1496596 |
| Sum | 548135 |
| Variance | 185.97449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 2507 | 7.8% |
| 15 | 1992 | 6.2% |
| 20 | 1962 | 6.1% |
| 16 | 1572 | 4.9% |
| 11 | 1534 | 4.7% |
| 12 | 1498 | 4.6% |
| 5 | 1494 | 4.6% |
| 8 | 1439 | 4.5% |
| 2 | 1277 | 4.0% |
| 7 | 1212 | 3.7% |
| Other values (92) | 15840 |
| Value | Count | Frequency (%) |
| 2 | 1277 | |
| 3 | 874 | 2.7% |
| 4 | 1150 | |
| 5 | 1494 | |
| 6 | 1114 | |
| 7 | 1212 | |
| 8 | 1439 | |
| 9 | 1060 | |
| 10 | 2507 | |
| 11 | 1534 |
| Value | Count | Frequency (%) |
| 105 | 24 | |
| 104 | 5 | < 0.1% |
| 103 | 4 | < 0.1% |
| 102 | 8 | < 0.1% |
| 100 | 15 | |
| 99 | 1 | < 0.1% |
| 98 | 2 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 4 | < 0.1% |
| 95 | 7 | < 0.1% |
product_width_cm
Real number (ℝ)
High correlation
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.208464 |
| Minimum | 6 |
|---|---|
| Maximum | 118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 252.7 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 15 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 47 |
| Maximum | 118 |
| Range | 112 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.080665 |
|---|---|
| Coefficient of variation (CV) | 0.52052843 |
| Kurtosis | 4.1173328 |
| Mean | 23.208464 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.6779106 |
| Sum | 750260 |
| Variance | 145.94247 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 3590 | 11.1% |
| 20 | 2983 | 9.2% |
| 16 | 2773 | 8.6% |
| 15 | 2345 | 7.3% |
| 30 | 1746 | 5.4% |
| 12 | 1515 | 4.7% |
| 25 | 1310 | 4.1% |
| 14 | 1245 | 3.9% |
| 13 | 1117 | 3.5% |
| 17 | 1109 | 3.4% |
| Other values (85) | 12594 |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 7 | 4 | < 0.1% |
| 8 | 9 | < 0.1% |
| 9 | 15 | < 0.1% |
| 10 | 23 | 0.1% |
| 11 | 3590 | |
| 12 | 1515 | |
| 13 | 1117 | 3.5% |
| 14 | 1245 | 3.9% |
| 15 | 2345 |
| Value | Count | Frequency (%) |
| 118 | 1 | < 0.1% |
| 105 | 5 | < 0.1% |
| 104 | 1 | < 0.1% |
| 103 | 1 | < 0.1% |
| 102 | 2 | < 0.1% |
| 101 | 2 | < 0.1% |
| 100 | 13 | |
| 98 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 95 | 1 | < 0.1% |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 252.7 KiB |
Length
| Max length | 39 |
|---|---|
| Median length | 31 |
| Mean length | 12.940731 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | perfumery |
|---|---|
| 2nd row | art |
| 3rd row | sports_leisure |
| 4th row | baby |
| 5th row | housewares |
| Value | Count | Frequency (%) |
| bed_bath_table | 3029 | 9.4% |
| sports_leisure | 2867 | 8.9% |
| furniture_decor | 2657 | 8.2% |
| health_beauty | 2444 | 7.6% |
| housewares | 2335 | 7.2% |
| auto | 1900 | 5.9% |
| computers_accessories | 1639 | 5.1% |
| toys | 1411 | 4.4% |
| watches_gifts | 1329 | 4.1% |
| telephony | 1134 | 3.5% |
| Other values (61) | 11582 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 49682 | |
| s | 40328 | 9.6% |
| t | 36248 | 8.7% |
| o | 31963 | 7.6% |
| r | 29580 | 7.1% |
| a | 28700 | 6.9% |
| _ | 28163 | 6.7% |
| u | 22359 | 5.3% |
| c | 18863 | 4.5% |
| i | 18640 | 4.5% |
| Other values (15) | 113809 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 390077 | |
| Connector Punctuation | 28163 | 6.7% |
| Decimal Number | 95 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 49682 | |
| s | 40328 | |
| t | 36248 | 9.3% |
| o | 31963 | 8.2% |
| r | 29580 | 7.6% |
| a | 28700 | 7.4% |
| u | 22359 | 5.7% |
| c | 18863 | 4.8% |
| i | 18640 | 4.8% |
| h | 16390 | 4.2% |
| Other values (13) | 97324 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 28163 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 95 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 390077 | |
| Common | 28258 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 49682 | |
| s | 40328 | |
| t | 36248 | 9.3% |
| o | 31963 | 8.2% |
| r | 29580 | 7.6% |
| a | 28700 | 7.4% |
| u | 22359 | 5.7% |
| c | 18863 | 4.8% |
| i | 18640 | 4.8% |
| h | 16390 | 4.2% |
| Other values (13) | 97324 |
Common
| Value | Count | Frequency (%) |
| _ | 28163 | |
| 2 | 95 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 418335 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 49682 | |
| s | 40328 | 9.6% |
| t | 36248 | 8.7% |
| o | 31963 | 7.6% |
| r | 29580 | 7.1% |
| a | 28700 | 6.9% |
| _ | 28163 | 6.7% |
| u | 22359 | 5.3% |
| c | 18863 | 4.5% |
| i | 18640 | 4.5% |
| Other values (15) | 113809 |
Interactions
Correlations
| product_description_lenght | product_height_cm | product_length_cm | product_name_lenght | product_photos_qty | product_weight_g | product_width_cm | |
|---|---|---|---|---|---|---|---|
| product_description_lenght | 1.000 | 0.100 | -0.008 | 0.100 | 0.125 | 0.108 | -0.056 |
| product_height_cm | 0.100 | 1.000 | 0.245 | -0.040 | -0.039 | 0.521 | 0.361 |
| product_length_cm | -0.008 | 0.245 | 1.000 | 0.080 | 0.040 | 0.615 | 0.612 |
| product_name_lenght | 0.100 | -0.040 | 0.080 | 1.000 | 0.153 | 0.099 | 0.068 |
| product_photos_qty | 0.125 | -0.039 | 0.040 | 0.153 | 1.000 | 0.010 | 0.002 |
| product_weight_g | 0.108 | 0.521 | 0.615 | 0.099 | 0.010 | 1.000 | 0.603 |
| product_width_cm | -0.056 | 0.361 | 0.612 | 0.068 | 0.002 | 0.603 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| product_id | product_category_name | product_name_lenght | product_description_lenght | product_photos_qty | product_weight_g | product_length_cm | product_height_cm | product_width_cm | product_category_name_english | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1e9e8ef04dbcff4541ed26657ea517e5 | perfumaria | 40.0 | 287.0 | 1.0 | 225.0 | 16.0 | 10.0 | 14.0 | perfumery |
| 1 | 3aa071139cb16b67ca9e5dea641aaa2f | artes | 44.0 | 276.0 | 1.0 | 1000.0 | 30.0 | 18.0 | 20.0 | art |
| 2 | 96bd76ec8810374ed1b65e291975717f | esporte_lazer | 46.0 | 250.0 | 1.0 | 154.0 | 18.0 | 9.0 | 15.0 | sports_leisure |
| 3 | cef67bcfe19066a932b7673e239eb23d | bebes | 27.0 | 261.0 | 1.0 | 371.0 | 26.0 | 4.0 | 26.0 | baby |
| 4 | 9dc1a7de274444849c219cff195d0b71 | utilidades_domesticas | 37.0 | 402.0 | 4.0 | 625.0 | 20.0 | 17.0 | 13.0 | housewares |
| 5 | 41d3672d4792049fa1779bb35283ed13 | instrumentos_musicais | 60.0 | 745.0 | 1.0 | 200.0 | 38.0 | 5.0 | 11.0 | musical_instruments |
| 6 | 732bd381ad09e530fe0a5f457d81becb | cool_stuff | 56.0 | 1272.0 | 4.0 | 18350.0 | 70.0 | 24.0 | 44.0 | cool_stuff |
| 7 | 2548af3e6e77a690cf3eb6368e9ab61e | moveis_decoracao | 56.0 | 184.0 | 2.0 | 900.0 | 40.0 | 8.0 | 40.0 | furniture_decor |
| 8 | 37cc742be07708b53a98702e77a21a02 | eletrodomesticos | 57.0 | 163.0 | 1.0 | 400.0 | 27.0 | 13.0 | 17.0 | home_appliances |
| 9 | 8c92109888e8cdf9d66dc7e463025574 | brinquedos | 36.0 | 1156.0 | 1.0 | 600.0 | 17.0 | 10.0 | 12.0 | toys |
| product_id | product_category_name | product_name_lenght | product_description_lenght | product_photos_qty | product_weight_g | product_length_cm | product_height_cm | product_width_cm | product_category_name_english | |
|---|---|---|---|---|---|---|---|---|---|---|
| 32317 | 6ec96c91757fad0aecafc0ee7f262dcc | bebes | 62.0 | 1417.0 | 1.0 | 9550.0 | 36.0 | 35.0 | 35.0 | baby |
| 32318 | 16280ca280a86fee2ba3c928ed04439f | moveis_decoracao | 64.0 | 236.0 | 11.0 | 2200.0 | 31.0 | 11.0 | 26.0 | furniture_decor |
| 32319 | 3becff10d1deb92b02f2a1ee62a04524 | informatica_acessorios | 54.0 | 1520.0 | 2.0 | 6150.0 | 30.0 | 30.0 | 20.0 | computers_accessories |
| 32320 | 1a14237ecc2fe3772b55c8d4e11ccb35 | moveis_decoracao | 58.0 | 1405.0 | 3.0 | 150.0 | 35.0 | 2.0 | 25.0 | furniture_decor |
| 32321 | c4e71b64511b959455e2107fe7859020 | utilidades_domesticas | 59.0 | 1371.0 | 2.0 | 200.0 | 18.0 | 15.0 | 15.0 | housewares |
| 32322 | a0b7d5a992ccda646f2d34e418fff5a0 | moveis_decoracao | 45.0 | 67.0 | 2.0 | 12300.0 | 40.0 | 40.0 | 40.0 | furniture_decor |
| 32323 | bf4538d88321d0fd4412a93c974510e6 | construcao_ferramentas_iluminacao | 41.0 | 971.0 | 1.0 | 1700.0 | 16.0 | 19.0 | 16.0 | construction_tools_lights |
| 32324 | 9a7c6041fa9592d9d9ef6cfe62a71f8c | cama_mesa_banho | 50.0 | 799.0 | 1.0 | 1400.0 | 27.0 | 7.0 | 27.0 | bed_bath_table |
| 32325 | 83808703fc0706a22e264b9d75f04a2e | informatica_acessorios | 60.0 | 156.0 | 2.0 | 700.0 | 31.0 | 13.0 | 20.0 | computers_accessories |
| 32326 | 106392145fca363410d287a815be6de4 | cama_mesa_banho | 58.0 | 309.0 | 1.0 | 2083.0 | 12.0 | 2.0 | 7.0 | bed_bath_table |